{"id":"W4411597799","doi":"10.2139/ssrn.5314903","title":"FTA Card Based Trap Metaviromics Reveals Viral Circulation and Mosquito Feeding Source in Brazil","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Trap (plumbing); Circulation (fluid dynamics); Virology; Geography; Biology; Physics; Meteorology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003566035,0.0003418172,0.0005227612,0.0008222622,0.0003396743,0.0008935937,0.0002853198,0.0002963532,0.001052364],"category_scores_gemma":[0.0007975863,0.0001904293,0.0004245929,0.0008450063,0.0002933521,0.0002920314,0.0003224424,0.0003221191,0.0003208322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000867132,"about_ca_system_score_gemma":0.0005682129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03116982,"about_ca_topic_score_gemma":0.03669306,"domain_scores_codex":[0.999726,0.00003748672,0.00001178549,0.0001072201,0.00006112157,0.00005632072],"domain_scores_gemma":[0.9997543,0.00005222681,0.00006454971,0.00002393404,0.00008265534,0.00002231353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006822107,0.0001415833,0.5159271,0.000432801,0.0005496371,0.0003144328,0.002827698,0.001141824,0.4292164,0.001454655,0.001154865,0.04615686],"study_design_scores_gemma":[0.00003252512,0.0005449853,0.9311894,0.0001764865,0.0007203015,0.0009018094,0.002448912,0.008700792,0.03871787,0.00106101,0.01543523,0.00007080683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878059,0.001158459,0.003025199,0.000103025,0.00001520395,0.00004494899,0.005282674,0.00005509172,0.002509437],"genre_scores_gemma":[0.9925188,0.0006349529,0.002650357,0.00008599491,0.000006480897,0.00002982538,0.003056547,0.00003226159,0.0009847821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03116982,"threshold_uncertainty_score":0.06197679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009048911431058656,"score_gpt":0.2765448051996385,"score_spread":0.2674958937685799,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}